{"id":"W4323661261","doi":"10.33137/ic.v12i.40488","title":"Dedication","year":2023,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004849884,0.0010252,0.0008974432,0.002806235,0.002244352,0.005290392,0.002230785,0.001336377,0.6466841],"category_scores_gemma":[0.04848707,0.0002648283,0.0006739463,0.001565279,0.0009872533,0.001530378,0.005437024,0.002451354,0.4993378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002756487,"about_ca_system_score_gemma":0.009826835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007293123,"about_ca_topic_score_gemma":0.006543557,"domain_scores_codex":[0.9958405,0.001323336,0.000217825,0.0005300186,0.001609421,0.0004789054],"domain_scores_gemma":[0.9716538,0.005057864,0.001343571,0.002909825,0.01342966,0.00560525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002315317,0.00001054926,0.0001452528,0.0001683402,0.000003296372,0.00002761967,0.00008346251,0.0000209807,0.00006898885,0.002851617,0.9719493,0.02464741],"study_design_scores_gemma":[0.000003549616,0.000003744757,0.0001827808,0.0003231361,0.000002452819,0.00006261048,0.0001428373,0.00001734922,0.00004013098,0.0009074571,0.9983112,0.000002818559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001374237,0.004864106,0.004958373,0.1001683,0.06894009,0.0008473349,0.04767147,0.002959878,0.7682163],"genre_scores_gemma":[0.00893132,0.004218501,0.003929314,0.02691141,0.01564805,0.001619007,0.02693257,0.001702136,0.9101077],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3533159,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0237107381689535,"score_gpt":0.2649816333781312,"score_spread":0.2412708952091777,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}